The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 31, 2023
Filed:
Jul. 23, 2021
Applicant:
Onc.ai, Inc., San Carlos, CA (US);
Inventors:
Petr Jordan, Emerald Hills, CA (US);
Rita Ciaravino, Grosse Pointe Farms, MI (US);
Salmaan Ahmed, Kelowna, CA;
Assignee:
ONC.AI, INC., San Carlos, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G16H 50/70 (2018.01); G16H 20/10 (2018.01); G16H 50/30 (2018.01); G16H 50/50 (2018.01); G06T 7/00 (2017.01); G16H 20/40 (2018.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/0016 (2013.01); G16H 20/10 (2018.01); G16H 20/40 (2018.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G16H 50/30 (2018.01); G16H 50/50 (2018.01); G16H 50/70 (2018.01); G06T 2200/04 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract
A method comprises providing a pre-treatment image of a target subject to at least one deep learning model uniquely trained to predict immunotherapy treatment responses. The method further comprises generating, by a processing device, a predicted treatment response score to a treatment based on the single pre-treatment image and the at least one deep learning model. The method further comprises providing, based on the predicted treatment response score, a recommended treatment plan.